System and method for item and item set matching
A matching system and related methods for matching an input item or input item set with stored items and/or stored item sets, and methods for manufacturing and using same.
1. A method of item matching implemented on a processor, the method comprising:
receiving a first input item image;
performing image segmentation on the first input item image to generate a segmented input item image;
performing color analysis, texture analysis, and shape analysis on the segmented input item image to generate a plurality of input item-image descriptors;
identifying a plurality of stored item sets stored on a database that includes a second item image, wherein the second item image is similar to the first input item image, wherein said identifying the plurality of stored item sets comprises comparing the plurality of generated input item image descriptors to corresponding item image descriptors associated with the second item image;
ranking the plurality of identified stored item sets;
selecting a portion of the plurality of ranked stored item sets;
replacing the second item image in each of the selected portion of the plurality of ranked stored item sets with the first input item image to generate a plurality of output sets; and
presenting the plurality of generated output sets.
2. The item matching method of claim 1 , further comprising:
associating a plurality of input item-image descriptor categories with the first input item image wherein said identifying the plurality of stored item sets includes comparing the plurality of associated input item image descriptor categories to corresponding item image descriptor categories associated with the plurality of stored item sets.
3. A method of item matching implemented on a processor, the method comprising:
receiving a first input item set including a plurality of input item images;
performing image segmentation on the plurality of input item images to generate a plurality of segmented input item images;
performing color analysis, texture analysis, and shape analysis on the plurality of segmented input item images to generate a plurality of input item image descriptors;
identifying a plurality of stored item sets stored on a database that includes a second item image that is similar to at least one input item image of the plurality of input item images, wherein said identifying the plurality of stored item sets comprises comparing the plurality of generated input item image descriptors to corresponding item image descriptors associated with the second item image;
ranking the plurality of identified stored item sets;
selecting a portion of the plurality of ranked stored item sets;
replacing the second item image in each of the selected portion of the plurality of ranked stored item sets with a corresponding first input item image of the plurality of input item images to generate a plurality of output sets; and
presenting the plurality of output sets.
4. The item matching method of claim 3 , further comprising:
associating a plurality of input item-image descriptor categories with the plurality of input item images, wherein said identifying the plurality of stored item sets includes comparing the plurality of associated input item image descriptor categories to corresponding item image descriptor categories associated with the plurality of stored item sets.
5. A method of item matching implemented on a processor, the method comprising:
receiving a first input item set including a plurality of input item images;
performing image segmentation on the plurality of input item images to generate a plurality of segmented input item images;
performing color analysis, texture analysis, and shape analysis on the plurality of segmented input item images to generate a plurality of input item image descriptors;
identifying, for each input item image, at least one similar stored item image within a plurality of stored item images on a database, wherein said identifying comprises comparing the plurality of generated input item image descriptors to corresponding item image descriptors associated with the plurality of stored item images;
replacing the plurality of input item images with a respective identified similar stored item image in various combinations to generate a plurality of generated item sets;
ranking the plurality of generated item sets;
selecting a portion of the plurality of ranked generated item sets to generate output sets; and
presenting the output sets.
6. The item matching method of claim 5 , further comprising:
associating a plurality of input item-image descriptor categories with the plurality of input item images, wherein said identifying, for each input item image, at least one similar stored item image includes comparing the plurality of associated input item-image descriptor categories to corresponding stored item-image descriptor categories associated with the plurality of stored item image sets.